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Naveen Reddy VelumalaNV
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Naveen Reddy Velumala

@naveenreddyvelumala

AI/ML Engineer at Perplexity building autonomous AI workflows used by over 120,000 monthly users.

United States
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At Perplexity, I developed autonomous AI workflows with Python, LangGraph, and GPT-based reasoning agents for complex, multi-step tasks used by over 120,000 monthly users. I also improved task completion accuracy by 31% through agent memory, retrieval augmentation, and structured reasoning.

I built multi-agent architectures and RAG pipelines, and reduced response latency by 42% through execution graph and processing optimizations. I also lowered LLM inference and operational costs by 28% with model routing, caching, and token optimization.

At Accenture, I developed machine learning pipelines and MLOps workflows supporting over 12,000 internal business users. I improved prediction accuracy by 18% and earned certifications in AWS machine learning, AI, Databricks machine learning, and Kubernetes application development.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

University of New Haven logoUH

University of New Haven

Master of Science, Data Science

Pursued a Master of Science in Data Science at the University of New Haven.

Amazon Web Services (AWS) logoAA

Amazon Web Services (AWS)

AWS Certified AI Practitioner (AIF-C01), Artificial Intelligence

Earned the AWS Certified AI Practitioner (AIF-C01) certification.

Databricks logoDA

Databricks

Databricks Certified Machine Learning Professional, Machine Learning

Earned the Databricks Certified Machine Learning Professional certification.

Cloud Native Computing Foundation (CNCF) logoCC

Cloud Native Computing Foundation (CNCF)

Certified Kubernetes Application Developer (CKAD), Kubernetes

Earned the Certified Kubernetes Application Developer (CKAD) certification.

Amazon Web Services (AWS) logoAA

Amazon Web Services (AWS)

AWS Certified Machine Learning Engineer – Associate (MLA-C01), Machine Learning

Earned the AWS Certified Machine Learning Engineer – Associate (MLA-C01) certification.

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